dots3-note Preview vs Ternary Bonsai 2 27B

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dots3-note PreviewDots Studio
IndexAll categories, out of 100.
63.4 ±3.9 best
52.2 ±5.0
GapIndex points below the top.
Top
−11.2
CoverageIndex weight that has results.
95%
95%
SpeedOutput tokens per second.
—
21/s
EloLMArena rating and rank.
—
—
ReleasedMonth of release.
2026-08
2026-09
Input / 1MUS dollars per 1M input tokens.
Free best
$0.075
Output / 1MUS dollars per 1M output tokens.
Free best
$0.50
1K chats2K tokens in, 500 out, each.
Free best
$0.40
1K documents20K tokens in, 1K out, each.
Free best
$2.00
1K agent tasks200K tokens in, 20K out, each.
Free best
$25.00
ContextMaximum tokens in one request.
512K best
262K
AgenticMulti-step tasks with tools.
63.3 best
54.0
CodingCode writing and repair.
60.3 best
52.2
ReasoningLogic problems and puzzles.
74.5 best
60.1
MultimodalTasks with images and text.
59.2 best
50.7
KnowledgeFacts and expert knowledge.
77.2 best
48.6
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
58.2 best
52.6
MathMath problems.
62.3 best
51.1

Benchmarks

5 shared
Only dots3-note Preview: 22Only Ternary Bonsai 2 27B: 16
dots3-note Preview
Ternary Bonsai 2 27B
78.4% best27 / 114
60.8%85 / 114
75.1% best44 / 86
52.8%72 / 86
93.9% best10 / 70
91.3%23 / 70
91.5% best7 / 59
90.1%9 / 59
80.4% best11 / 57
74.0%34 / 57